• DocumentCode
    3098552
  • Title

    Real-time data mining of multimedia objects

  • Author

    Thuraisingham, Bhavani ; Clifton, Chris ; Maurer, John ; Ceruti, Marion G.

  • Author_Institution
    Mitre Corp., Bedford, MA, USA
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    360
  • Lastpage
    365
  • Abstract
    Whereas much of the previous work on data mining has focused on mining data in relational databases, we discuss mining objects. Object models are very popular for representing multimedia data, and therefore we need to mine object databases to extract useful information from the large quantities of multimedia data. We first describe the motivation for multimedia data mining with examples and then discuss object mining with focus on text, image, video and audio mining. We also address the need for real time data mining for multimedia applications
  • Keywords
    data mining; multimedia databases; object-oriented databases; real-time systems; audio mining; multimedia applications; multimedia data mining; multimedia objects; object databases; object models; real time data mining; relational databases; Data mining; Data visualization; Image databases; Machine learning; Multimedia databases; Parallel processing; Relational databases; Statistics; Technology management; Visual databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Object-Oriented Real-Time Distributed Computing, 2001. ISORC - 2001. Proceedings. Fourth IEEE International Symposium on
  • Conference_Location
    Magdeburg
  • Print_ISBN
    0-7695-1089-2
  • Type

    conf

  • DOI
    10.1109/ISORC.2001.922860
  • Filename
    922860